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Free online community for data builders. Learn data, ML, MLOps, LLMs, RAG, and AI engineering. Join free hands-on courses, events, workshops, and podcasts.

Joined October 2020
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Want to talk about data? Data science, career questions, practical machine learning, and more? Join @DataTalksClub! The link is in the profile description. Learn more about our activities in the thread! 🧵
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Ask an image model directly for "a picture of a telescope", and the result is not necessarily great. Ask ChatGPT, and you get a great image. Why? ChatGPT is an agent with image generation as one of its tools.
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In our workshop "Build a Media Agent", Alexey Grigorev set out to compare the two approaches and to build an agent with image generation as a tool. The agent prompts the image model, so it knows the best way of prompting it.
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DataTalksClub retweeted
What breaks first when you put an image, video, or audio model into production? - Cost - Latency - Failures: out-of-memory, timeouts, killed jobs - Quality: is the output good enough? Reply and tell us.
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Alex Litvinov from Manychat showed how to build an analytics agent whose answers you can verify, in our webinar. The problem: a coding agent connected straight to a warehouse can give a confident wrong answer. 1/4
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To catch wrong answers the team runs a weekly golden question set, lets analysts see conversations, collects user feedback and uses traces to debug what went wrong. 3/4
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Who is Production AI Agents for Generative Media, our new free course, for? It's about building AI agents that generate images, video, and audio on GPUs, and running them in production. 1/5
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DataTalksClub retweeted
Tomorrow: the pre-course Q&A for Production AI Agents for Generative Media, our new free course. Alexey Grigorev, Mikhail Rozhkov and Marouane Khoukh will go through the course platform, Slack, homework and capstone rules, and your setup before Module 1. 1/3
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Who is Production AI Agents for Generative Media, our new free course, for? It's about building AI agents that generate images, video, and audio on GPUs, and running them in production. 1/5
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The materials are free for everyone. Homework, the final project, and peer review are for selected participants only. Seats are limited. 4/5
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DataTalksClub retweeted
The materials for Production AI Agents for Generative Media are free for everyone. Homework, the final project, and peer review are not. Those are for selected participants only. Here is what we look at in your application:
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